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license: cc-by-nc-nd-4.0
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---
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---
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license: cc-by-nc-nd-4.0
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task_categories:
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- video-classification
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language:
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- en
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tags:
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- finance
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---
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# Antispoofing Replay Dataset
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The dataset consists of videos of replay attacks played on different models of MacBooks. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems.
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The dataset includes: **replay attacks** - videos of real people played on a computer and filmed on the phone.
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# Get the Dataset
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This is just an example of the data. If you need access to the entire dataset, contact us via **[sales@trainingdata.pro](mailto:sales@trainingdata.pro)** or leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market?utm_source=huggingface)**
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# Content
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The folder "attacks" includes videos of replay attack
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### Models of MacBooks in the datset:
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- MacBook 13
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- MacBook Air
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- MacBook Air 7
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- MacBook Air 11
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- MacBook Air 13
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- MacBook Air M1
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- MacBook Pro 12
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- MacBook Pro 13
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### File with the extension .csv
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includes the following information for each media file:
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- **file**: link to access the replay video,
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- **phone**: the device used to capture the replay video,
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- **computer**: the device used to play the video,
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- **gender**: gender of a person in the video,
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- **age**: age of the person in the video,
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- **country**: country of the person
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## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface)** provides high-quality data annotation tailored to your needs
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More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**
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TrainingData's GitHub: **https://github.com/trainingdata-pro**
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